【binlog2sql实践】MySQL数据库binlog日志ROW格式转换标准SQL

IT成长日记2025-03-18 22:17

在MySQL数据库中，二进制日志（binlog）是记录所有更改数据库数据的操作日志。binlog的格式主要有三种：STATEMENT、ROW和MIXED。其中，ROW格式的binlog记录了每一行数据的变更情况，虽然这种格式的日志文件较大，但它能够提供更详细的数据变更信息，特别适合用于数据恢复和审计。

但是ROW格式的binlog并不便于直接用于数据恢复。为了将ROW格式的binlog转化为可读的标准SQL语句，我们可以使用binlog2sql工具。本文将介绍如何使用binlog2sql工具来恢复ROW格式的binlog并转化为标准SQL。

1 下载源码包和依赖

1.1 下载binlog2sql

github下载地址：https://github.com/danfengcao/binlog2sql

1.2 安装pyhont环境

复制代码 
# yum安装python
yum install python -y

# 安装pip
[root@node1 tool]# curl https://bootstrap.pypa.io/pip/2.7/get-pip.py -o get-pip.py
  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current
                                 Dload  Upload   Total   Spent    Left  Speed
 29 1863k   29  558k    0     0   9642      0  0:03:17  0:00:59  0:02:18  6736
 53 1863k   53  990k    0     0   8426      0  0:03:46  0:02:00  0:01:46  6540
 80 1863k   80 1502k    0     0   8492      0  0:03:44  0:03:01  0:00:43  6818
100 1863k  100 1863k    0     0   7858      0  0:04:02  0:04:02 --:--:-- 10194
[root@node1 tool]# python get-pip.py
DEPRECATION: Python 2.7 reached the end of its life on January 1st, 2020. Please upgrade your Python as Python 2.7 is no longer maintained. pip 21.0 will drop support for Python 2.7 in January 2021. More details about Python 2 support in pip can be found at https://pip.pypa.io/en/latest/development/release-process/#python-2-support pip 21.0 will remove support for this functionality.
Collecting pip<21.0
  Downloading pip-20.3.4-py2.py3-none-any.whl (1.5 MB)
     |██████                          | 286 kB 9.0 kB/s eta 0:02:18
     |████████████████▍               | 778 kB 8.5 kB/s eta 0:01:28
     |███████████████████████████████▋| 1.5 MB 8.8 kB/s eta 0:00:02
     |████████████████████████████████| 1.5 MB 12 kB/s 
Collecting wheel
  Downloading wheel-0.37.1-py2.py3-none-any.whl (35 kB)
Installing collected packages: pip, wheel
Successfully installed pip-20.3.4 wheel-0.37.1
[root@node1 tool]# 

# 验证python 版本
[root@node1 ~]# python --version
Python 2.7.5
[root@node1 ~]# 

# 验证pip版本
[root@node1 ~]# pip --version
pip 20.3.4 from /usr/lib/python2.7/site-packages/pip (python 2.7)
[root@node1 ~]#

1.3 安装依赖包

复制代码 
[root@node1 tool]# pip install mysql-replication==0.21
DEPRECATION: Python 2.7 reached the end of its life on January 1st, 2020. Please upgrade your Python as Python 2.7 is no longer maintained. pip 21.0 will drop support for Python 2.7 in January 2021. More details about Python 2 support in pip can be found at https://pip.pypa.io/en/latest/development/release-process/#python-2-support pip 21.0 will remove support for this functionality.
Collecting mysql-replication==0.21
  Downloading mysql-replication-0.21.tar.gz (38 kB)
Collecting pymysql
  Downloading PyMySQL-0.10.1-py2.py3-none-any.whl (47 kB)
     |████████████████████████████████| 47 kB 10 kB/s 
Building wheels for collected packages: mysql-replication
  Building wheel for mysql-replication (setup.py) ... done
  Created wheel for mysql-replication: filename=mysql_replication-0.21-py2-none-any.whl size=42064 sha256=2b895385488863729b55290e6f00cce24c1ac47f3fb7a4639d477fade0b8fafb
  Stored in directory: /root/.cache/pip/wheels/c2/d2/9b/d875336da30aa3d725c9acd8649f71d13099aa2cba48600271
Successfully built mysql-replication
Installing collected packages: pymysql, mysql-replication
Successfully installed mysql-replication-0.21 pymysql-0.10.1
[root@node1 tool]#

2 binlog2sql解析ROW格式binlog

2.1 基本语法

复制代码 
python binlog2sql.py \
-h<host> \
-P<port> \
-u<user> \
-p<password> \
-d<database> \
-t<table> \
--start-file=<binlog_file> \
[--start-position=<start_pos>] \
[--stop-position=<end_pos>] \
[--start-datetime=<start_time>] \
[--stop-datetime=<end_time>]

参数说明：

  • -h：MySQL主机地址（默认：127.0.0.1）
  • -P：MySQL端口号（默认：3306）
  • -u：MySQL用户名
  • -p：MySQL密码
  • -d：数据库名称（可选）
  • -t：表名称（可选）
  • --start-file：binlog 文件名（如 mysql-bin.000001）
  • --start-position：binlog的起始位置（可选）
  • --stop-position：binlog的结束位置（可选）
  • --start-datetime：起始时间（格式：YYYY-MM-DD HH:MM:SS，可选）
  • --stop-datetime：结束时间（格式：YYYY-MM-DD HH:MM:SS，可选）

2.2 基于时间范围解析binlog

复制代码 
python /root/tool/binlog2sql-master/binlog2sql/binlog2sql.py \
-h127.0.0.1 \
-P3306 \
-uroot \
-p'password' \
-dmydb \
-ttmp_user \
--start-file='mysql-bin.000010' \
--start-datetime='2025-03-17 00:00:00' \
--stop-datetime='2025-03-17 00:00:00' >/data/mysql/backup/backup.sql

2.3 基于位置范围解析binlog

复制代码 
python /root/tool/binlog2sql-master/binlog2sql/binlog2sql.py \
-h127.0.0.1 \
-P3306 \
-uroot \
-p'password' \
-dmydb \
-ttmp_user \
--start-file='mysql-bin.000005' \
--start-position=1234 \
--stop-position=5678 >/data/mysql/backup/backup.sql

3 恢复数据

复制代码 
# 生成的SQL文件后，就可以使用MySQL客户端工具（如mysql命令行工具）来执行这些SQL语句，从而恢复数据
mysql -h127.0.0.1 -uroot -p'passwd' testdb < data/mysql/backup/backup.sql

4 binlog2sql解析ROW格式binlog实战

4.1 准备工作

复制代码 
# 在mydb数据库中创建一张临时表，并在临时表插入10条数据
mysql> use mydb;
Database changed
mysql> CREATE TABLE tmp_user (
    ->     id INT AUTO_INCREMENT PRIMARY KEY,
    ->     name VARCHAR(50) NOT NULL,
    ->     age INT
    -> ) ENGINE=InnoDB;
INSERT INTO tmp_user (name, age) VALUES
('A', 25),
('B', 30),
Query OK, 0 rows affected (0.06 sec)

mysql> INSERT INTO tmp_user (name, age) VALUES
    -> ('A', 25),
    -> ('B', 30),
    -> ('C', 22),
    -> ('D', 28),
    -> ('E', 26),
    -> ('F', 35),
    -> ('G', 29),
    -> ('H', 31),
    -> ('I', 27),
    -> ('J', 24);
commit;Query OK, 10 rows affected (0.07 sec)
Records: 10  Duplicates: 0  Warnings: 0

mysql> commit;
Query OK, 0 rows affected (0.00 sec)

mysql>
mysql> select *from tmp_user;
+----+------+------+
| id | name | age  |
+----+------+------+
|  1 | A    |   25 |
|  2 | B    |   30 |
|  3 | C    |   22 |
|  4 | D    |   28 |
|  5 | E    |   26 |
|  6 | F    |   35 |
|  7 | G    |   29 |
|  8 | H    |   31 |
|  9 | I    |   27 |
| 10 | J    |   24 |
+----+------+------+
10 rows in set (0.00 sec)

mysql>

4.2 模拟删除表数据

复制代码 
# 模拟误操作将tmp_user表数据删除
mysql> delete from tmp_user;
Query OK, 10 rows affected (0.00 sec)

mysql> commit;
Query OK, 0 rows affected (0.00 sec)

mysql>

4.3 基于binlog实现数据恢复

4.3.1 查询误操作时间节点

复制代码 
# 这里我们是通过general_log进行查找误操作时间点，使用general_log的前提是开启了general_log
1. 查询是否开启general_log，如果是On则开启
mysql> SHOW VARIABLES LIKE 'general_log';
+---------------+-------+
| Variable_name | Value |
+---------------+-------+
| general_log   | ON    |
+---------------+-------+
1 row in set (0.01 sec)

mysql> 

2. 查看slow_query_log文件路径
mysql> SHOW VARIABLES LIKE 'general_log_file';
+------------------+-----------------------------+
| Variable_name    | Value                       |
+------------------+-----------------------------+
| general_log_file | /data/mysql/log/general.log |
+------------------+-----------------------------+
1 row in set (0.00 sec)

mysql> 

3. 分析general_log的文件/data/mysql/log/general.log
[root@node3 ~]# grep -i "insert into" /data/mysql/log/general.log
2025-03-17T14:10:02.804862+08:00           35 Query     INSERT INTO tmp_user (name, age) VALUES
[root@node3 ~]#

4.3.2 binlog2sql解析导出binlog

复制代码 
python /root/tool/binlog2sql-master/binlog2sql/binlog2sql.py \
-h127.0.0.1 \
-P3306 \
-uroot \
-p'lahmy1c@' \
-dmydb \
-ttmp_user \
--start-file='mysql-bin.000005' \
--start-datetime='2025-03-17 14:10:02' \
--stop-datetime='2025-03-17 14:11:02' >/data/mysql/backup/backup.sql

[root@node3 ~]# python /root/tool/binlog2sql-master/binlog2sql/binlog2sql.py \
> -h127.0.0.1 \
> -P3306 \
> -uroot \
> -p'lahmy1c@' \
> -dmydb \
> -ttmp_user \
> --start-file='mysql-bin.000005' \
> --start-datetime='2025-03-17 14:10:02' \
> --stop-datetime='2025-03-17 14:11:02' >/data/mysql/backup/backup.sql
[root@node3 ~]#

4.3.3 恢复数据

复制代码 
mysql -h127.0.0.1 -uroot -p'lahmy1c@' mydb < /data/mysql/backup/backup.sql

[root@node3 ~]# mysql -h127.0.0.1 -uroot -p'lahmy1c@' mydb < /data/mysql/backup/backup.sql
mysql: [Warning] Using a password on the command line interface can be insecure.
[root@node3 ~]#

4.3.4 验证

复制代码 
mysql> select * from tmp_user;
+----+------+------+
| id | name | age  |
+----+------+------+
| 11 | A    |   25 |
| 12 | B    |   30 |
| 13 | C    |   22 |
| 14 | D    |   28 |
| 15 | E    |   26 |
| 16 | F    |   35 |
| 17 | G    |   29 |
| 18 | H    |   31 |
| 19 | I    |   27 |
| 20 | J    |   24 |
+----+------+------+
10 rows in set (0.00 sec)

mysql>

5 错误问题解决办法

5.1 mysql-replication依赖安装错误解决

复制代码 
[root@node1 tool]# pip install mysql-replication
DEPRECATION: Python 2.7 reached the end of its life on January 1st, 2020. Please upgrade your Python as Python 2.7 is no longer maintained. pip 21.0 will drop support for Python 2.7 in January 2021. More details about Python 2 support in pip can be found at https://pip.pypa.io/en/latest/development/release-process/#python-2-support pip 21.0 will remove support for this functionality.
Collecting mysql-replication
  Using cached mysql_replication-1.0.9.tar.gz (71 kB)
  Installing build dependencies ... done
  Getting requirements to build wheel ... error
  ERROR: Command errored out with exit status 1:
   command: /usr/bin/python /usr/lib/python2.7/site-packages/pip/_vendor/pep517/_in_process.py get_requires_for_build_wheel /tmp/tmpYwoAbg
       cwd: /tmp/pip-install-vRXNI3/mysql-replication
  Complete output (18 lines):
  Traceback (most recent call last):
    File "/usr/lib/python2.7/site-packages/pip/_vendor/pep517/_in_process.py", line 280, in <module>
      main()
    File "/usr/lib/python2.7/site-packages/pip/_vendor/pep517/_in_process.py", line 263, in main
      json_out['return_val'] = hook(**hook_input['kwargs'])
    File "/usr/lib/python2.7/site-packages/pip/_vendor/pep517/_in_process.py", line 114, in get_requires_for_build_wheel
      return hook(config_settings)
    File "/tmp/pip-build-env-TUvCpr/overlay/lib/python2.7/site-packages/setuptools/build_meta.py", line 146, in get_requires_for_build_wheel
      return self._get_build_requires(config_settings, requirements=['wheel'])
    File "/tmp/pip-build-env-TUvCpr/overlay/lib/python2.7/site-packages/setuptools/build_meta.py", line 127, in _get_build_requires
      self.run_setup()
    File "/tmp/pip-build-env-TUvCpr/overlay/lib/python2.7/site-packages/setuptools/build_meta.py", line 243, in run_setup
      self).run_setup(setup_script=setup_script)
    File "/tmp/pip-build-env-TUvCpr/overlay/lib/python2.7/site-packages/setuptools/build_meta.py", line 142, in run_setup
      exec(compile(code, __file__, 'exec'), locals())
    File "setup.py", line 8, in <module>
      from pathlib import Path
  ImportError: No module named pathlib
  ----------------------------------------
ERROR: Command errored out with exit status 1: /usr/bin/python /usr/lib/python2.7/site-packages/pip/_vendor/pep517/_in_process.py get_requires_for_build_wheel /tmp/tmpYwoAbg Check the logs for full command output.
[root@node1 tool]#

安装依赖包mysql-replication时报错：因为此时安装的是mysql_replication-1.0.9.tar.gz，版本为1.0.9，我们降低下版本，安装0.21，安装命令：

pip install mysql-replication==0.21

5.2 pymysql问题解决

复制代码 
[root@node1 tool]# python /root/tool/binlog2sql-master/binlog2sql/binlog2sql.py -h127.0.0.1 -uroot -p -dmysqldb -ttmp_user --start-file=mysql-bin.000005
Traceback (most recent call last):
  File "/root/tool/binlog2sql-master/binlog2sql/binlog2sql.py", line 7, in <module>
    from pymysqlreplication import BinLogStreamReader
  File "/usr/local/lib/python3.6/site-packages/mysql_replication-0.22-py3.6.egg/pymysqlreplication/__init__.py", line 23, in <module>
  File "/usr/local/lib/python3.6/site-packages/mysql_replication-0.22-py3.6.egg/pymysqlreplication/binlogstream.py", line 9, in <module>
ModuleNotFoundError: No module named 'pymysql.util'
[root@node1 tool]#

特别地，执行示例命令时报错，mysql-replication-0.21对于pymysql版本也有要求（一般是0.7到0.9），因此我们需要卸载pymysql，重新安装一个pymysql 0.9版本，操作如下：

复制代码 
# 卸载pymysql
[root@node1 tool]# pip uninstall pymysql
DEPRECATION: Python 2.7 reached the end of its life on January 1st, 2020. Please upgrade your Python as Python 2.7 is no longer maintained. pip 21.0 will drop support for Python 2.7 in January 2021. More details about Python 2 support in pip can be found at https://pip.pypa.io/en/latest/development/release-process/#python-2-support pip 21.0 will remove support for this functionality.
Found existing installation: PyMySQL 0.10.1
Uninstalling PyMySQL-0.10.1:
  Would remove:
    /usr/lib/python2.7/site-packages/PyMySQL-0.10.1.dist-info/*
    /usr/lib/python2.7/site-packages/pymysql/*
Proceed (y/n)? ^[[A^[[A
Your response ('\x1b[a\x1b[a') was not one of the expected responses: y, n
Proceed (y/n)? y
  Successfully uninstalled PyMySQL-0.10.1
[root@node1 tool]# pip install pymysql==0.9
DEPRECATION: Python 2.7 reached the end of its life on January 1st, 2020. Please upgrade your Python as Python 2.7 is no longer maintained. pip 21.0 will drop support for Python 2.7 in January 2021. More details about Python 2 support in pip can be found at https://pip.pypa.io/en/latest/development/release-process/#python-2-support pip 21.0 will remove support for this functionality.
Collecting pymysql==0.9
  Downloading PyMySQL-0.9.0-py2.py3-none-any.whl (84 kB)
     |████████████████████████████████| 84 kB 75 kB/s 
Requirement already satisfied: cryptography in /usr/lib64/python2.7/site-packages (from pymysql==0.9) (1.7.2)
Requirement already satisfied: idna>=2.0 in /usr/lib/python2.7/site-packages (from cryptography->pymysql==0.9) (2.4)
Requirement already satisfied: pyasn1>=0.1.8 in /usr/lib/python2.7/site-packages (from cryptography->pymysql==0.9) (0.1.9)
Requirement already satisfied: six>=1.4.1 in /usr/lib/python2.7/site-packages (from cryptography->pymysql==0.9) (1.9.0)
Requirement already satisfied: setuptools in /usr/lib/python2.7/site-packages (from cryptography->pymysql==0.9) (0.9.8)
Requirement already satisfied: enum34 in /usr/lib/python2.7/site-packages (from cryptography->pymysql==0.9) (1.0.4)
Requirement already satisfied: ipaddress in /usr/lib/python2.7/site-packages (from cryptography->pymysql==0.9) (1.0.16)
Requirement already satisfied: cffi>=1.4.1 in /usr/lib64/python2.7/site-packages (from cryptography->pymysql==0.9) (1.6.0)
Requirement already satisfied: pycparser in /usr/lib/python2.7/site-packages (from cffi>=1.4.1->cryptography->pymysql==0.9) (2.14)
Installing collected packages: pymysql
Successfully installed pymysql-0.9.0
[root@node1 tool]# 

# 安装0.9版本的pymysql
[root@node3 ~]# pip install pymysql==0.9
DEPRECATION: Python 2.7 reached the end of its life on January 1st, 2020. Please upgrade your Python as Python 2.7 is no longer maintained. pip 21.0 will drop support for Python 2.7 in January 2021. More details about Python 2 support in pip can be found at https://pip.pypa.io/en/latest/development/release-process/#python-2-support pip 21.0 will remove support for this functionality.
Collecting pymysql==0.9
  Downloading PyMySQL-0.9.0-py2.py3-none-any.whl (84 kB)
     |████████████████████████████████| 84 kB 604 kB/s 
Requirement already satisfied: cryptography in /usr/lib64/python2.7/site-packages (from pymysql==0.9) (1.7.2)
Requirement already satisfied: idna>=2.0 in /usr/lib/python2.7/site-packages (from cryptography->pymysql==0.9) (2.4)
Requirement already satisfied: pyasn1>=0.1.8 in /usr/lib/python2.7/site-packages (from cryptography->pymysql==0.9) (0.1.9)
Requirement already satisfied: six>=1.4.1 in /usr/lib/python2.7/site-packages (from cryptography->pymysql==0.9) (1.9.0)
Requirement already satisfied: setuptools in /usr/lib/python2.7/site-packages (from cryptography->pymysql==0.9) (0.9.8)
Requirement already satisfied: enum34 in /usr/lib/python2.7/site-packages (from cryptography->pymysql==0.9) (1.0.4)
Requirement already satisfied: ipaddress in /usr/lib/python2.7/site-packages (from cryptography->pymysql==0.9) (1.0.16)
Requirement already satisfied: cffi>=1.4.1 in /usr/lib64/python2.7/site-packages (from cryptography->pymysql==0.9) (1.6.0)
Requirement already satisfied: pycparser in /usr/lib/python2.7/site-packages (from cffi>=1.4.1->cryptography->pymysql==0.9) (2.14)
Installing collected packages: pymysql
  Attempting uninstall: pymysql
    Found existing installation: PyMySQL 0.10.1
    Uninstalling PyMySQL-0.10.1:
      Successfully uninstalled PyMySQL-0.10.1
Successfully installed pymysql-0.9.0
[root@node3 ~]#

5.3 数据库连接问题解决

复制代码 
[root@node1 ~]# python /root/tool/binlog2sql-master/binlog2sql/binlog2sql.py -h192.168.10.30 -uroot -p -dmydb -ttmp_user --start-file=mysql-bin.000005
Password: 
Traceback (most recent call last):
  File "/root/tool/binlog2sql-master/binlog2sql/binlog2sql.py", line 149, in <module>
    back_interval=args.back_interval, only_dml=args.only_dml, sql_type=args.sql_type)
  File "/root/tool/binlog2sql-master/binlog2sql/binlog2sql.py", line 46, in __init__
    self.connection = pymysql.connect(**self.conn_setting)
  File "/usr/lib/python2.7/site-packages/pymysql/__init__.py", line 94, in Connect
    return Connection(*args, **kwargs)
  File "/usr/lib/python2.7/site-packages/pymysql/connections.py", line 327, in __init__
    self.connect()
  File "/usr/lib/python2.7/site-packages/pymysql/connections.py", line 598, in connect
    self._request_authentication()
  File "/usr/lib/python2.7/site-packages/pymysql/connections.py", line 862, in _request_authentication
    auth_packet = self._process_auth(plugin_name, auth_packet)
  File "/usr/lib/python2.7/site-packages/pymysql/connections.py", line 933, in _process_auth
    pkt = self._read_packet()
  File "/usr/lib/python2.7/site-packages/pymysql/connections.py", line 683, in _read_packet
    packet.check_error()
  File "/usr/lib/python2.7/site-packages/pymysql/protocol.py", line 220, in check_error
    err.raise_mysql_exception(self._data)
  File "/usr/lib/python2.7/site-packages/pymysql/err.py", line 109, in raise_mysql_exception
    raise errorclass(errno, errval)
pymysql.err.OperationalError: (1045, u"Access denied for user 'root'@'192.168.10.30' (using password: YES)")
[root@node1 ~]#

mysql> SELECT user, host FROM mysql.user WHERE user = 'root';
+------+-----------+
| user | host      |
+------+-----------+
| root | localhost |
+------+-----------+
1 row in set (0.00 sec)

mysql> UPDATE mysql.user SET host='%' WHERE user='root';
Query OK, 1 row affected (0.01 sec)
Rows matched: 1  Changed: 1  Warnings: 0

mysql> FLUSH PRIVILEGES;
Query OK, 0 rows affected (0.01 sec)

mysql>

6 总结

通过binlog2sql工具，我们可以轻松地将ROW格式的binlog转化为标准SQL语句，从而方便地进行数据恢复和审计。虽然ROW格式的binlog文件较大，但它提供了更详细的数据变更信息，结合binlog2sql工具，我们可以更好地利用这些信息来维护数据库的完整性和一致性。

相关推荐
FungLeo5 分钟前
成为全栈·基础补充·数据库迁移与事务：数据结构怎样安全演进
mysql·postgresql·sqlite·数据一致性·数据库事务·数据库迁移·成为全栈
aiks_yuan7 小时前
MySQL GROUP BY 很慢怎么优化：加了索引反而从 1 秒变 7 秒，Using temporary 该不该消（MySQL 8.2 实测 400 万行）
mysql
数据库小学妹8 小时前
MySQL大字段治理：行溢出机制、覆盖索引与拆表
数据库·mysql·性能优化
这个DBA有点耶9 小时前
MySQL 8.0不可见索引：删索引怕出事，不删又拖慢写入——中间态怎么用？
数据库·mysql·代码规范
噜哥带你玩转 AI 大模型11 小时前
面试加分项！CASE WHEN 两种写法、CTE 公共表表达式、四大类窗口函数，老哥一次讲透
mysql·窗口函数·cte·sql 进阶
bksczm12 小时前
InnoDB 内存结构总览：Change Buffer、AHI 与 Log Buffer
数据库·mysql
招风的黑耳12 小时前
SpringBoot+Vue+MySQL 民宿在线预定平台 完整可运行版（源码+文档）
vue.js·spring boot·mysql
.痞老板.14 小时前
mysql初阶--数据库设计
数据库·mysql·oracle
Decay__16 小时前
SQL Server 数据库全栈运维实战系列 — 合集索引（24 篇）
运维·数据库·sql·mysql·架构
Thanks_ks16 小时前
SQL 的 GROUP BY 与聚合函数：从会写 SELECT 到会做统计
数据库·sql·mysql·group by·数据统计·聚合函数·having
热门推荐
01国内可直接用、免费额度/永久免费的大模型API清单（含 SiliconFlow、火山、阿里、智谱、百度、Kimi、DeepSeek、DMXAPI 等）02历年考研数学一、数学二、数学三真题试卷及答案PDF03如何新建文件夹？ 电脑新建文件夹的4种方法04几个好用的ip纯净度检测网站05GitHub 镜像站点06微信历史版本含下载地址（ Windows PC | 安卓 | MAC ）及设置微信不更新07昇腾910B系列芯片完全指南：四款型号对比、服务器选型与大模型部署实战08苹果iPA游戏软件资源下载网站09蜘蛛磁力 搜索引擎大全，如何使用蜘蛛磁力查找磁力链接10【SQL Server 2022】保姆级SQL Server 详细图文下载安装教程